Lightweight Front-end Enhancement for Robust ASR via Frame Resampling and Sub-Band Pruning

Siyi Zhao, Wei Wang, Yanmin Qian

Recent advancements in automatic speech recognition (ASR) have achieved notable progress, whereas robustness in noisy environments remains challenging. While speech enhancement (SE…